Two former Parramatta Eels players are accused of harbouring semi-automatic weapons and possessing more than half-a-million dollars in cash after dramatic arrests in Sydney's Centennial Park yesterday.

Salim Mehajer's alleged mistress' declaration of love

Former Sydney deputy mayor Salim Mehajer allegedly started a relationship with another woman two years after proposing to his wife, according to a tribute video purportedly made by his mistress.

The video, obtained exclusively by A Current Affair, is believed to have been made by a woman known as Hooda who it is suggested began a relationship with Mr Mehajer in November, 2014, two years after he proposed to his allegedly estranged wife Aysha.

The video, which was posted on social media and began being circulated by Mr Mehajer's friends the day after his wedding last year, includes declarations such as "I be his Bonnie, he be my Clyde" and "would kill for him".

A Current Affair reports that Hooda is well-known among Mr Mehajer's circle of friends and it is believed that she once worked for him.

Three weeks ago, A Current Affair reported that Mr Mehajer's wife had packed her bags and left their western Sydney mansion.

Online, the former deputy mayor has vehemently denied the claims and last week allegedly spent $50,000 on a 30th birthday party for Aysha, even flying in rapper Tyga from the US for the event that she did not show up to.

Aysha declined to comment when contacted by A Current Affair, but signed off her correspondence with "kind regards, Aysha Learmonth".